diff --git a/docs/inference.md b/docs/inference.md
index 475251aee3e773e7c25792df72bef11755c084fd..48a3c8eeedb086c6061bf5c719e9fcfa71a1e69f 100644
--- a/docs/inference.md
+++ b/docs/inference.md
@@ -31,7 +31,7 @@ inference/samsum_prompt.txt
 The inference folder also includes a chat completion example, that adds built-in safety features in fine-tuned models to the prompt tokens. To run the example:
 
 ```bash
-python inference/chat_completion.py --model_name "PATH/TO/MODEL/7B/" --prompt_file chats.json  --quantization --use_auditnlg
+python inference/chat_completion.py --model_name "PATH/TO/MODEL/7B/" --prompt_file inference/chats.json  --quantization --use_auditnlg
 
 ```
 
diff --git a/ts_scripts/markdown_link_check_config.json b/scripts/markdown_link_check_config.json
similarity index 100%
rename from ts_scripts/markdown_link_check_config.json
rename to scripts/markdown_link_check_config.json
diff --git a/ts_scripts/spellcheck.sh b/scripts/spellcheck.sh
similarity index 80%
rename from ts_scripts/spellcheck.sh
rename to scripts/spellcheck.sh
index 0f95f8c49b353a93ddf5a44a80a727164a365ed6..7f423d5037cafa310a2761e395dc0dba9d270214 100755
--- a/ts_scripts/spellcheck.sh
+++ b/scripts/spellcheck.sh
@@ -16,5 +16,5 @@ done
 if [ ! "$sources_arg" ]; then
 	echo "No files to spellcheck"
 else
-	pyspelling -c ts_scripts/spellcheck_conf/spellcheck.yaml --name Markdown $sources_arg
+	pyspelling -c scripts/spellcheck_conf/spellcheck.yaml --name Markdown $sources_arg
 fi
diff --git a/ts_scripts/spellcheck_conf/spellcheck.yaml b/scripts/spellcheck_conf/spellcheck.yaml
similarity index 83%
rename from ts_scripts/spellcheck_conf/spellcheck.yaml
rename to scripts/spellcheck_conf/spellcheck.yaml
index 03187482ce68be4dd12eaf793deefcf2ac3f089f..3a9a2df84e3d068badd43752c0fd74164c8150dc 100644
--- a/ts_scripts/spellcheck_conf/spellcheck.yaml
+++ b/scripts/spellcheck_conf/spellcheck.yaml
@@ -5,8 +5,8 @@ matrix:
     d: en_US
   dictionary:
     wordlists:
-    - ts_scripts/spellcheck_conf/wordlist.txt
-    output: ts_scripts/spellcheck_conf/wordlist.dic
+    - scripts/spellcheck_conf/wordlist.txt
+    output: scripts/spellcheck_conf/wordlist.dic
     encoding: utf-8
   pipeline:
   - pyspelling.filters.context:
diff --git a/ts_scripts/spellcheck_conf/wordlist.txt b/scripts/spellcheck_conf/wordlist.txt
similarity index 99%
rename from ts_scripts/spellcheck_conf/wordlist.txt
rename to scripts/spellcheck_conf/wordlist.txt
index 3a0a6b1ed6ab8ae0ea35c157755f8e3f604387e9..77ef92c0954d80f64ea0b34e9a1b11f4afcc6130 100644
--- a/ts_scripts/spellcheck_conf/wordlist.txt
+++ b/scripts/spellcheck_conf/wordlist.txt
@@ -1063,4 +1063,8 @@ inferentia
 ActionSLAM
 statins
 ci
-chatGPT
\ No newline at end of file
+chatGPT
+Llama
+PEFT
+LORA
+FSDP
\ No newline at end of file